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弥散和灌注 MRI 预测脑转移放射外科治疗前后的反应:一项初步研究。

Diffusion and Perfusion MRI Predicts Response Preceding and Shortly After Radiosurgery to Brain Metastases: A Pilot Study.

机构信息

Department of Radiology, Memorial Sloan Kettering Cancer Center, New York, NY.

Department of Medical Physics, Memorial Sloan Kettering Cancer Center, New York, NY.

出版信息

J Neuroimaging. 2021 Mar;31(2):317-323. doi: 10.1111/jon.12828. Epub 2020 Dec 28.

Abstract

BACKGROUND AND PURPOSE

To determine the ability of diffusion-weighted imaging (DWI) and dynamic contrast-enhanced magnetic resonance imaging (DCE-MRI) to predict long-term response of brain metastases prior to and within 72 hours of stereotactic radiosurgery (SRS).

METHODS

In this prospective pilot study, multiple b-value DWI and T1-weighted DCE-MRI were performed in patients with brain metastases before and within 72 hours following SRS. Diffusion-weighted images were analyzed using the monoexponential and intravoxel incoherent motion (IVIM) models. DCE-MRI data were analyzed using the extended Tofts pharmacokinetic model. The parameters obtained with these methods were correlated with brain metastasis outcomes according to modified Response Assessment in Neuro-Oncology Brain Metastases criteria.

RESULTS

We included 25 lesions from 16 patients; 16 patients underwent pre-SRS MRI and 12 of 16 patients underwent both pre- and early (within 72 hours) post-SRS MRI. The perfusion fraction (f) derived from IVIM early post-SRS was higher in lesions demonstrating progressive disease than in lesions demonstrating stable disease, partial response, or complete response (q = .041). Pre-SRS extracellular extravascular volume fraction, v , and volume transfer coefficient, K , derived from DCE-MRI were higher in nonresponders versus responders (q = .041).

CONCLUSIONS

Quantitative DWI and DCE-MRI are feasible imaging methods in the pre- and early (within 72 hours) post-SRS evaluation of brain metastases. DWI- and DCE-MRI-derived parameters demonstrated physiologic changes (tumor cellularity and vascularity) and offer potentially useful biomarkers that can predict treatment response. This allows for initiation of alternate therapies within an effective time window that may help prevent disease progression.

摘要

背景与目的

旨在确定扩散加权成像(DWI)和动态对比增强磁共振成像(DCE-MRI)在立体定向放射外科(SRS)前后 72 小时内预测脑转移瘤长期反应的能力。

方法

在这项前瞻性试点研究中,对 SRS 前后 72 小时内的脑转移瘤患者进行了多 b 值 DWI 和 T1 加权 DCE-MRI 检查。使用单指数和体素内不相干运动(IVIM)模型分析 DWI 图像。使用扩展的 Tofts 药代动力学模型分析 DCE-MRI 数据。根据改良的神经肿瘤学脑转移瘤反应评估标准,根据这些方法获得的参数与脑转移瘤的结果相关。

结果

我们纳入了 16 名患者的 25 个病灶;16 名患者接受了 SRS 前 MRI 检查,12 名患者接受了 SRS 前和早期(72 小时内)MRI 检查。SRS 后早期获得的 IVIM 衍生的灌注分数(f)在进展性疾病的病变中高于稳定疾病、部分反应或完全反应的病变(q=0.041)。DCE-MRI 衍生的 SRS 前细胞外细胞外容积分数(v)和体积转移系数(K)在无反应者中高于反应者(q=0.041)。

结论

定量 DWI 和 DCE-MRI 是 SRS 前后(72 小时内)脑转移瘤评估的可行成像方法。DWI 和 DCE-MRI 衍生的参数显示了生理变化(肿瘤细胞密度和血管密度),并提供了潜在有用的生物标志物,可以预测治疗反应。这可以在有效的时间窗口内启动替代治疗方法,有助于预防疾病进展。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/f9fe/8005428/dcc053d081d3/nihms-1654651-f0001.jpg

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